Machine Learning News and Research

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Chatbots for mental health pose new challenges for US regulatory framework

The regulatory gaps and potential health risks of artificial intelligence (AI)-driven wellness apps.

1 May 2024

AI-enabled ECG system significantly reduces hospital mortality rates by identifying at-risk patients

A study in Nature Medicine evaluated an AI-enabled electrocardiogram (ECG) system's ability to identify hospitalized patients at risk of death, demonstrating its effectiveness in reducing mortality by enhancing the rapid response systems (RRS) through real-time alerts and risk stratification.

30 Apr 2024

Garvan Institute and Illumina collaborate to transform the treatment of complex diseases

Illumina, a global genomics and human health company, has partnered with the Garvan Institute of Medical Research's TenK10K project to help transform the treatment of complex diseases, starting with autoimmune diseases, with a joint investment of $27 million AUD.

30 Apr 2024

Progression of subtle CT abnormalities in smokers predicts acute respiratory disease

Smokers who have small abnormalities on their CT scans that grow over time have a greater likelihood of experiencing acute respiratory disease events, according to a new study published today in Radiology, a journal of the Radiological Society of North America.

30 Apr 2024

FDA-approved surgical robots trend toward autonomy, study finds

A systematic review in npj Digital Medicine categorizes FDA-approved surgical robots by their levels of autonomy, highlighting a need for standardized definitions and greater regulatory clarity as these systems evolve towards higher autonomy.

29 Apr 2024

Unlocking the mechanisms of pluripotent cell's fate determination

As embryos, all complex organisms are partially made up of pluripotent stem cells, a term for cells that have the capacity to differentiate into any kind of cell: nerve cells, muscle cells, blood cells, skin cells, and the like.

29 Apr 2024

Assessing newborn nursing mechanics with modified pacifier technology and AI algorithms

A modified pacifier and AI algorithms to analyze the data it produces could determine if newborns are learning the proper mechanics of nursing, a recent study shows.

29 Apr 2024

American Heart Association funds four new projects to evaluate the role of race in predicting heart disease risk

People with heart disease may receive different care because of how race is interpreted in health risk calculators and other tools that help clinicians make treatment decisions.

29 Apr 2024

Machine learning-powered robot streamlines genetic research process

University of Minnesota Twin Cities researchers have constructed a robot that uses machine learning to fully automate a complicated microinjection process used in genetic research.

26 Apr 2024

Revolutionary AI device utilizes few-molecule reservoir computing for blood glucose prediction

A collaborative research team from NIMS and Tokyo University of Science has successfully developed a cutting-edge artificial intelligence (AI) device that executes brain-like information processing through few-molecule reservoir computing.

25 Apr 2024

New national center at Penn State aims to advance understanding of complex biological systems

A $20 million grant from the U.S. National Science Foundation (NSF) will support the establishment and operation of the National Synthesis Center for Emergence in the Molecular and Cellular Sciences (NCEMS) at Penn State.

25 Apr 2024

Insilico Medicine's AI-designed drug ISM3412 receives FDA IND approval

Clinical stage artificial intelligence (AI)-driven drug discovery company Insilico Medicine announces that it has received approval from the U.S. Food and Drug Administration for its Investigational New Drug application for ISM3412, a small molecule inhibitor of MAT2A for the potential treatment of MTAP deleted cancers designed with Insilico's generative AI platform.

25 Apr 2024

Advancing medical treatment with causal machine learning

Machines can learn not only to make predictions, but also to handle causal relationships. An international research team shows how this could make therapies safer, more efficient, and more individualized.

25 Apr 2024

Machine learning system offers new hope for diagnosis of rare genetic disorders

Diagnosing rare Mendelian disorders is a labor-intensive task, even for experienced geneticists. Investigators at Baylor College of Medicine are trying to make the process more efficient using artificial intelligence.

25 Apr 2024

Study unveils novel bladder cancer diagnostic model based on key mitochondrial genes

A novel diagnostic model using machine learning (ML).

24 Apr 2024

New models improve heart disease risk prediction, especially for women

When it comes to matters of the heart, cardiovascular disease in women is underdiagnosed compared to men. A popular scoring system used to estimate how likely a person is to develop a cardiovascular disease within the next 10 years is the Framingham Risk Score. It is based on factors including age, sex, cholesterol levels, and blood pressure.

23 Apr 2024

New tool hunts for Alzheimer's clues in gut microbiome

Cleveland Clinic researchers are using artificial intelligence to uncover the link between the gut microbiome and Alzheimer's disease.

23 Apr 2024

Scientists map all yeast proteins across cell cycle for the first time

An international team led by researchers at the University of Toronto has mapped the movement of proteins encoded by the yeast genome throughout its cell cycle. This is the first time that all the proteins of an organism have been tracked across the cell cycle, which required a combination of deep learning and high-throughput microscopy.

23 Apr 2024

Fitness trackers and smartphones offer insights into multiple sclerosis management

Multiple sclerosis (MS) is an insidious disease. Patients suffer because their immune system is attacking their own nerve fibres, which inhibits the transmission of nerve signals.

18 Apr 2024

GPT-4 matches radiologist accuracy in spotting errors, cuts time and costs dramatically

Researchers found that GPT-4 effectively identified and corrected errors in radiology reports, demonstrating comparable accuracy to human radiologists but with increased time efficiency and cost-effectiveness.

17 Apr 2024

Machine Learning News and Research

Chatbots for mental health pose new challenges for US regulatory framework

AI-enabled ECG system significantly reduces hospital mortality rates by identifying at-risk patients

Garvan Institute and Illumina collaborate to transform the treatment of complex diseases

Progression of subtle CT abnormalities in smokers predicts acute respiratory disease

FDA-approved surgical robots trend toward autonomy, study finds

Unlocking the mechanisms of pluripotent cell's fate determination

Assessing newborn nursing mechanics with modified pacifier technology and AI algorithms

American Heart Association funds four new projects to evaluate the role of race in predicting heart disease risk

Machine learning-powered robot streamlines genetic research process

Revolutionary AI device utilizes few-molecule reservoir computing for blood glucose prediction

New national center at Penn State aims to advance understanding of complex biological systems

Insilico Medicine's AI-designed drug ISM3412 receives FDA IND approval

Advancing medical treatment with causal machine learning

Machine learning system offers new hope for diagnosis of rare genetic disorders

Study unveils novel bladder cancer diagnostic model based on key mitochondrial genes

New models improve heart disease risk prediction, especially for women

New tool hunts for Alzheimer's clues in gut microbiome

Scientists map all yeast proteins across cell cycle for the first time

Fitness trackers and smartphones offer insights into multiple sclerosis management

GPT-4 matches radiologist accuracy in spotting errors, cuts time and costs dramatically

AI In Healthcare eBook

Achieving and maintaining ISO/IEC 27001 and BS 10012 certifications

Expanding research and clinical options for children with cancer

Examining how pain could play a direct protective role in the gut

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